Eric Rochester - Clojure Data Analysis Cookbook [2013, PDF/EPUB, ENG] torrent

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Clojure Data Analysis Cookbook

Год: 2013
Автор: Eric Rochester
Издательство: Packt Publishing
ISBN: 9781782162643
Язык: Английский
Формат: PDF/ePub
Качество: Изначально компьютерное (eBook)
Интерактивное оглавление: Да
Количество страниц: 342
Описание: Data is everywhere and it's increasingly important to be able to gain insights that we can act on. Using Clojure for data analysis and collection, this book will show you how to gain fresh insights and perspectives from your data with an essential collection of practical, structured recipes.

"The Clojure Data Analysis Cookbook" presents recipes for every stage of the data analysis process. Whether scraping data off a web page, performing data mining, or creating graphs for the web, this book has something for the task at hand.

You'll learn how to acquire data, clean it up, and transform it into useful graphs which can then be analyzed and published to the Internet. Coverage includes advanced topics like processing data concurrently, applying powerful statistical techniques like Bayesian modelling, and even data mining algorithms such as K-means clustering, neural networks, and association rules.
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[spoiler="Оглавление"]
Preface
Chapter 1: Importing Data for Analysis
Chapter 2: Cleaning and Validating Data
Chapter 3: Managing Complexity with Concurrent Programming
Chapter 4: Improving Performance with Parallel Programming
Chapter 5: Distributed Data Processing with Cascalog
Chapter 6: Working with Incanter Datasets
Chapter 7: Preparing for and Performing Statistical Data Analysis with Incanter
Chapter 8: Working with Mathematica and R
Chapter 9: Clustering, Classifying, and Working with Weka
Chapter 10: Graphing in Incanter
Chapter 11: Creating Charts for the Web
Index
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